Christian Böhm

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Interpretable Subgraph Feature Extraction for Hyperlink Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Benchmarking Deep Clustering Algorithms With ClustPy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Incorporating User's Preference into Attributed Graph Clustering : Extended abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Non-Redundant Image Clustering of Early Medieval Glass Beads.

[BibT_eX]

[DOI]

Elisabeth Weissensteiner

Andreas Rausch

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Application of Deep Clustering Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

An Interpretable Neuron Embedding for Static Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Automatic Parameter Selection for Non-Redundant Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

The DipEncoder: Enforcing Multimodality in Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Deep Clustering With Consensus Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

DBHD: Density-based clustering for highly varying density.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Enhancing k-Means Algorithm with Tensor Processing Unit.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Incorporating User's Preference into Attributed Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

A Novel Hilbert Curve for Cache-Locality Preserving Loops.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Fusing attributed and topological global-relations for network embedding.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Dip-based Deep Embedded Clustering with k-Estimation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces.

[BibT_eX]

[DOI]

Lukas Miklautz

Lena G. M. Bauer

Sebastian Tschiatschek

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Density-Based Clustering for Adaptive Density Variation.

[BibT_eX]

[DOI]

Li Qian

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Clustering of mixed-type data considering concept hierarchies: problem specification and algorithm.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2020

DeepECT: The Deep Embedded Cluster Tree.

[BibT_eX]

[DOI]

Data Sci. Eng., 2020

Space-filling Curves for High-performance Data Mining.

[BibT_eX]

[DOI]

CoRR, 2020

Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning.

[BibT_eX]

[DOI]

Sonja Biedermann

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Community Attention Network for Semi-supervised Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Hierarchical Quick Shift Guided Recurrent Clustering.

[BibT_eX]

[DOI]

Lukas Miklautz

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Improved Data Locality Using Morton-order Curve on the Example of LU Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Massively Parallel Graph Drawing and Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Massively Parallel Random Number Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Deep Embedded Non-Redundant Clustering.

[BibT_eX]

[DOI]

Lukas Miklautz

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Cache-oblivious High-performance Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Clustering of Mixed-Type Data Considering Concept Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Deep Embedded Cluster Tree.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Anomaly Detection in Time Series using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Fiete Lüer

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Network Structure and Transfer Behaviors Embedding via Deep Prediction Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

High-Dimensional Indexing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Discovering Non-Redundant K-means Clusterings in Optimal Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Pyramid Technique.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

Synchronization-based scalable subspace clustering of high-dimensional data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

Multi-core K-means.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Attributed Graph Clustering with Unimodal Normalized Cut.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Learning from Labeled and Unlabeled Vertices in Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Towards an Optimal Subspace for K-Means.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Joint Gaussian Based Measures for Multiple-Instance Learning.

[BibT_eX]

[DOI]

Linfei Zhou

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models.

[BibT_eX]

[DOI]

Linfei Zhou

Wei Ye

Proceedings of the Database and Expert Systems Applications, 2017

Indexing Multiple-Instance Objects.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2017

Knowledge Discovery of Complex Data Using Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

FUSE: Full Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Covariate-Related Structure Extraction from Paired Data.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Bio- and Medical Informatics, 2016

Gaussian Component Based Index for GMMs.

[BibT_eX]

[DOI]

Linfei Zhou

Frank Fiedler

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Subspace Clustering Ensembles through Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Cache-oblivious loops based on a novel space-filling curve.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Anytime density-based clustering of complex data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Development and evaluation of a facebook-based product advisor for online dating sites.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

Musical similarity analysis based on chroma features and text retrieval methods.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

2014

Finding the Optimal Subspace for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Identification of SNP interactions using data-parallel primitives on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Synchronization-Inspired Partitioning and Hierarchical Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Efficient Anytime Density-based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Robust Synchronization-Based Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Massively parallel expectation maximization using graphics processing units.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Active Density-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Compression-Based Graph Mining Exploiting Structure Primitives.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Multi-label classification models for sustainable flood retention basins.

[BibT_eX]

[DOI]

Environ. Model. Softw., 2012

Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms.

[BibT_eX]

[DOI]

Adv. Artif. Neural Syst., 2012

Efficient Comparison of Encrypted Biometric Templates.

[BibT_eX]

[DOI]

Michael Dorn

Proceedings of the Trust, Privacy and Security in Digital Business, 2012

Summarization-based mining bipartite graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models.

[BibT_eX]

[DOI]

Katrin Haegler

Frank Fiedler

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Biometric Template Protection - Ein Bericht über das Projekt BioKeyS.

[BibT_eX]

[DOI]

Xuebing Zhou

Datenschutz und Datensicherheit, 2011

Weighted Graph Compression for Parameter-free Clustering With PaCCo.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

INCONCO: interpretable clustering of numerical and categorical objects.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

JGrid/FCC: A Tool for Efficient Knowledge Extraction from MRI Scans.

[BibT_eX]

[DOI]

Annahita Oswald

Felix Sappelt

Proceedings of the 2011 Database and Expert Systems Applications, 2011

Genetic Algorithm for Finding Cluster Hierarchies.

[BibT_eX]

[DOI]

Annahita Oswald

Christian Richter

Proceedings of the Database and Expert Systems Applications, 2011

Filtertechniken für geschützte biometrische Datenbanken.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2011

Efficient Database Techniques for Identification with Fuzzy Vault Templates.

[BibT_eX]

[DOI]

Proceedings of the BIOSIG 2011, 2011

2010

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease.

[BibT_eX]

[DOI]

Janaina Mourão Miranda

Arun L. W. Bokde

Harald Hampel

Michael Ewers

NeuroImage, 2010

Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain.

[BibT_eX]

[DOI]

Int. J. Knowl. Discov. Bioinform., 2010

Synchronization Based Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

ITCH: Information-Theoretic Cluster Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

SkyDist: Data Mining on Skyline Objects.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Integrative Parameter-Free Clustering of Data with Mixed Type Attributes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Frequent subgraph discovery in dynamic networks.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Clustering by synchronization.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Information-Theoretic Model Selection for Independent Components.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

High Dimensional Indexing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Data Mining Using Graphics Processing Units.

[BibT_eX]

[DOI]

Robert Noll

Andrew Zherdin

Trans. Large Scale Data Knowl. Centered Syst., 2009

CoCo: coding cost for parameter-free outlier detection.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Density-based clustering using graphics processors.

[BibT_eX]

[DOI]

Robert Noll

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Probabilistic skyline queries.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Indexsupported Similarity Join on Graphics Processors.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2009

Model-based Classification of Data with Time Series-valued Attributes.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2009

2008

Pyramid Technique.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2008

Global Correlation Clustering Based on the Hough Transform.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2008

Outlier-robust clustering using independent components.

[BibT_eX]

[DOI]

Christos Faloutsos

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Robust Clustering in Arbitrarily Oriented Subspaces.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

HISSCLU: a hierarchical density-based method for semi-supervised clustering.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

2007

RIC: Parameter-free noise-robust clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2007

Efficient reverse k-nearest neighbor estimation.

[BibT_eX]

[DOI]

Inform. Forsch. Entwickl., 2007

On Exploring Complex Relationships of Correlation Clusters.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Querying Objects Modeled by Arbitrary Probability Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2007

Robust, Complete, and Efficient Correlation Clustering.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Efficiently Processing Continuous k-NN Queries on Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

ProVeR: Probabilistic Video Retrieval using the Gauss-Tree.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Detection and Visualization of Subspace Cluster Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

Effective and Efficient Indexing for Large Video Databases.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2007

Efficient Reverse k-Nearest Neighbor Estimation.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2007

2006

Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken.

[BibT_eX]

[DOI]

Datenbank-Spektrum, 2006

Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data.

[BibT_eX]

[DOI]

Bernhard Tilg

Bioinform., 2006

Probabilistic Ranking Queries on Gaussians.

[BibT_eX]

[DOI]

Alexey Pryakhin

Matthias Schubert

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Mining Hierarchies of Correlation Clusters.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Efficient reverse k-nearest neighbor search in arbitrary metric spaces.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Finding Hierarchies of Subspace Clusters.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking.

[BibT_eX]

[DOI]

Elke Achtert

Peer Kröger

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Robust information-theoretic clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Deriving quantitative models for correlation clusters.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors.

[BibT_eX]

[DOI]

Alexey Pryakhin

Matthias Schubert

Proceedings of the 22nd International Conference on Data Engineering, 2006

Approximate reverse k-nearest neighbor queries in general metric spaces.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005

Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke?

[BibT_eX]

[DOI]

Kurt Gautsch

Stephan Felber

J. Digit. Imaging, 2005

Modelling of classification rules on metabolic patterns including machine learning and expert knowledge.

[BibT_eX]

[DOI]

Daniela Baumgartner

J. Biomed. Informatics, 2005

Selectivity Estimation of High Dimensional Window Queries via Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

Online Hierarchical Clustering in a Data Warehouse Environment.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

The k-Nearest Neighbour Join: Turbo Charging the KDD Process.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2004

Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen.

[BibT_eX]

Datenbank-Spektrum, 2004

Supervised machine learning techniques for the classification of metabolic disorders in newborns.

[BibT_eX]

[DOI]

Bioinform., 2004

Computing Clusters of Correlation Connected Objects.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Density Connected Clustering with Local Subspace Preferences.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Supporting KDD Applications by the k-Nearest Neighbor Join.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2002

Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search.

[BibT_eX]

[DOI]

Thomas Seidl

J. Intell. Inf. Syst., 2002

Optimale Dimensionswahl bei der Bearbeitung des Similarity Join.

[BibT_eX]

[DOI]

Inform. Forsch. Entwickl., 2002

High Performance Data Mining Using the Nearest Neighbor Join.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Optimal Dimension Order: A Generic Technique for the Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

2001

Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases.

[BibT_eX]

[DOI]

Stefan Berchtold

Daniel A. Keim

ACM Comput. Surv., 2001

Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2001

A Cost Model and Index Architecture for the Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Data Engineering, 2001

Adaptable Similarity Search Using Vector Quantization.

[BibT_eX]

[DOI]

Thomas Seidl

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Determining the Convex Hull in Large Multidimensional Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

2000

A cost model for query processing in high dimensional data spaces.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2000

Multidimensional Index Structures in Relational Databases.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2000

Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Dynamically Optimizing High-Dimensional Index Structures.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2000

The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries.

[BibT_eX]

[DOI]

Bernhard Braunmüller

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

Optimal Multidimensional Query Processing Using Tree Striping.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

High Performance Clustering Based on the Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

Efficient Similarity Search in Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000

1999

Efficiently Indexing High-Dimensional Data Spaces (Abstract).

[BibT_eX]

Datenbank Rundbr., 1999

XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension.

[BibT_eX]

[DOI]

Gerald Klump

Proceedings of the Advances in Spatial Databases, 1999

Efficient Bulk Loading of Large High-Dimensional Indexes.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

1998

The Pyramid-Technique: Towards Breaking the Curse of Dimensionality.

[BibT_eX]

[DOI]

Stefan Berchtold

Proceedings of the SIGMOD 1998, 1998

Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations.

[BibT_eX]

[DOI]

Stefan Berchtold

Proceedings of the Advances in Database Technology, 1998

Efficiently Indexing High-Dimensional Data Spaces.

[BibT_eX]

[DOI]